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SeniorFull-timePythonRustAWSMachine LearningML
Salary Range
$132,600 - $179,400 /year
This salary is estimated based on similar roles. The actual salary may vary.
About the Role
Patreon is seeking a Machine Learning Engineer to join their Safety Engineering team. This role involves developing machine learning models to identify and reduce platform risks, focusing on content moderation, fraud detection, and account integrity.
Key Responsibilities
- →Explore data and real-world cases to develop signals and machine learning models that identify and reduce platform risk.
- →Partner with cross-functional teams to design practical ML solutions that fit real workflows.
- →Analyze and prepare training data, including working with crowdsourced labeling and human-in-the-loop processes.
- →Prototype, train, and iterate on machine learning models using a mix of established and novel techniques.
- →Own the path from idea to production: deploy ML and signal-based models, and write backend code when needed to support them.
- →Build observability into models, debug performance gaps, and continuously improve based on real-world results.
- →Measure impact using offline evaluation and experiments such as A/B tests.
Requirements
- ✓Experience with end-to-end machine learning systems, from data exploration to model deployment.
- ✓Ability to write clean, reliable production code in Python or similar languages.
- ✓Experience with debugging complex systems and a systematic approach to problem-solving.
- ✓Strong analytical skills and the ability to dig into messy datasets.
- ✓Clear communication skills for writing design docs, explaining tradeoffs, and sharing results.
- ✓Motivation to work on high-stakes, real-world problems where ML systems operate at scale.
- ✓A Master's degree in Computer Science, Computer Engineering, or a related field, or a minimum of 5 years of Machine Learning experience.
Benefits
- ★Competitive salary and equity plans
- ★Healthcare
- ★Flexible time off
- ★Company holidays and recharge days
- ★Commuter benefits
- ★Lifestyle stipends
- ★Learning and development stipends
- ★Patronage
- ★Parental leave
- ★401k plan with matching
